{"id":"W157050194","doi":"","title":"Developing an Open Source Reference Implementation of the Canadian Electronic Health Records Solution","year":2008,"lang":"en","type":"article","venue":"The open source business resource","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Health records; Computer science; Electronic health record; Data science; Political science; Software; Operating system; Law; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006287125,0.0004671288,0.0008718923,0.0002493199,0.009661964,0.0001526913,0.004793895,0.000381671,0.0003420453],"category_scores_gemma":[0.0001578479,0.0003353642,0.00007252512,0.002136158,0.0002624681,0.0005784205,0.001598769,0.001422281,0.0001262371],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005834829,"about_ca_system_score_gemma":0.034694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9135439,"about_ca_topic_score_gemma":0.9676422,"domain_scores_codex":[0.9891949,0.004555597,0.00189494,0.0008709074,0.0008051972,0.002678433],"domain_scores_gemma":[0.9944932,0.000423353,0.0019306,0.001847436,0.0007887678,0.000516683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001092704,0.0004152631,0.3553406,0.002451819,0.0004232508,0.00001114068,0.1050512,0.001413094,0.0005954828,0.01723927,0.1797974,0.3361689],"study_design_scores_gemma":[0.001299202,0.0001781312,0.1317197,0.00044237,0.00001985232,0.00005771614,0.007078088,0.0003643566,0.00001884586,0.0002014191,0.8582274,0.0003929144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8512937,0.001382171,0.01714732,0.08087621,0.001348864,0.0246712,0.0001264997,0.0003978416,0.02275613],"genre_scores_gemma":[0.9767982,0.0001489371,0.000349327,0.009658811,0.0004207838,0.0008527065,0.0001605011,0.0001685852,0.01144219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.67843,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404983898185105,"score_gpt":0.4374359317228761,"score_spread":0.2969375419043656,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}